| Number of Variables | 10 |
|---|---|
| Number of Rows | 20640 |
| Missing Cells | 207 |
| Missing Cells (%) | 0.1% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 2.7 MB |
| Average Row Size in Memory | 137.1 B |
| Variable Types |
|
| total_bedrooms and households have similar distributions | Similar Distribution |
|---|---|
| longitude is skewed | Skewed |
| latitude is skewed | Skewed |
| total_rooms is skewed | Skewed |
| total_bedrooms is skewed | Skewed |
| population is skewed | Skewed |
| households is skewed | Skewed |
| longitude has 20640 (100.0%) negatives | Negatives |
numerical
| Approximate Distinct Count | 844 |
|---|---|
| Approximate Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 322.5 KB |
| Mean | -119.5697 |
| Minimum | -124.35 |
| Maximum | -114.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 20640 |
| Negatives (%) | 100.0% |
| Minimum | -124.35 |
|---|---|
| 5-th Percentile | -122.47 |
| Q1 | -121.8 |
| Median | -118.49 |
| Q3 | -118.01 |
| 95-th Percentile | -117.08 |
| Maximum | -114.31 |
| Range | 10.04 |
| IQR | 3.79 |
| Mean | -119.5697 |
|---|---|
| Standard Deviation | 2.0035 |
| Variance | 4.0141 |
| Sum | -2.4679e+06 |
| Skewness | -0.2978 |
| Kurtosis | -1.3301 |
| Coefficient of Variation | -0.01676 |
numerical
| Approximate Distinct Count | 862 |
|---|---|
| Approximate Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 322.5 KB |
| Mean | 35.6319 |
| Minimum | 32.54 |
| Maximum | 41.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 32.54 |
|---|---|
| 5-th Percentile | 32.82 |
| Q1 | 33.93 |
| Median | 34.26 |
| Q3 | 37.71 |
| 95-th Percentile | 38.96 |
| Maximum | 41.95 |
| Range | 9.41 |
| IQR | 3.78 |
| Mean | 35.6319 |
|---|---|
| Standard Deviation | 2.136 |
| Variance | 4.5623 |
| Sum | 735441.62 |
| Skewness | 0.4659 |
| Kurtosis | -1.1178 |
| Coefficient of Variation | 0.05995 |
numerical
| Approximate Distinct Count | 52 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 322.5 KB |
| Mean | 28.6395 |
| Minimum | 1 |
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 8 |
| Q1 | 18 |
| Median | 29 |
| Q3 | 37 |
| 95-th Percentile | 52 |
| Maximum | 52 |
| Range | 51 |
| IQR | 19 |
| Mean | 28.6395 |
|---|---|
| Standard Deviation | 12.5856 |
| Variance | 158.3963 |
| Sum | 591119 |
| Skewness | 0.06033 |
| Kurtosis | -0.8007 |
| Coefficient of Variation | 0.4394 |
numerical
| Approximate Distinct Count | 5926 |
|---|---|
| Approximate Unique (%) | 28.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 322.5 KB |
| Mean | 2635.7631 |
| Minimum | 2 |
| Maximum | 39320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2 |
|---|---|
| 5-th Percentile | 620.95 |
| Q1 | 1447.75 |
| Median | 2127 |
| Q3 | 3148 |
| 95-th Percentile | 6213.2 |
| Maximum | 39320 |
| Range | 39318 |
| IQR | 1700.25 |
| Mean | 2635.7631 |
|---|---|
| Standard Deviation | 2181.6153 |
| Variance | 4.7594e+06 |
| Sum | 5.4402e+07 |
| Skewness | 4.147 |
| Kurtosis | 32.6227 |
| Coefficient of Variation | 0.8277 |
numerical
| Approximate Distinct Count | 1923 |
|---|---|
| Approximate Unique (%) | 9.4% |
| Missing | 207 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 319.3 KB |
| Mean | 537.8706 |
| Minimum | 1 |
| Maximum | 6445 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 137 |
| Q1 | 296 |
| Median | 435 |
| Q3 | 647 |
| 95-th Percentile | 1275.4 |
| Maximum | 6445 |
| Range | 6444 |
| IQR | 351 |
| Mean | 537.8706 |
|---|---|
| Standard Deviation | 421.3851 |
| Variance | 177565.3773 |
| Sum | 1.099e+07 |
| Skewness | 3.4593 |
| Kurtosis | 21.9799 |
| Coefficient of Variation | 0.7834 |
numerical
| Approximate Distinct Count | 3888 |
|---|---|
| Approximate Unique (%) | 18.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 322.5 KB |
| Mean | 1425.4767 |
| Minimum | 3 |
| Maximum | 35682 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 3 |
|---|---|
| 5-th Percentile | 348 |
| Q1 | 787 |
| Median | 1166 |
| Q3 | 1725 |
| 95-th Percentile | 3288 |
| Maximum | 35682 |
| Range | 35679 |
| IQR | 938 |
| Mean | 1425.4767 |
|---|---|
| Standard Deviation | 1132.4621 |
| Variance | 1.2825e+06 |
| Sum | 2.9422e+07 |
| Skewness | 4.9355 |
| Kurtosis | 73.535 |
| Coefficient of Variation | 0.7944 |
numerical
| Approximate Distinct Count | 1815 |
|---|---|
| Approximate Unique (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 322.5 KB |
| Mean | 499.5397 |
| Minimum | 1 |
| Maximum | 6082 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 125 |
| Q1 | 280 |
| Median | 409 |
| Q3 | 605 |
| 95-th Percentile | 1162 |
| Maximum | 6082 |
| Range | 6081 |
| IQR | 325 |
| Mean | 499.5397 |
|---|---|
| Standard Deviation | 382.3298 |
| Variance | 146176.0399 |
| Sum | 1.031e+07 |
| Skewness | 3.4102 |
| Kurtosis | 22.0524 |
| Coefficient of Variation | 0.7654 |
numerical
| Approximate Distinct Count | 12928 |
|---|---|
| Approximate Unique (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 322.5 KB |
| Mean | 3.8707 |
| Minimum | 0.4999 |
| Maximum | 15.0001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.4999 |
|---|---|
| 5-th Percentile | 1.6006 |
| Q1 | 2.5634 |
| Median | 3.5348 |
| Q3 | 4.7432 |
| 95-th Percentile | 7.3003 |
| Maximum | 15.0001 |
| Range | 14.5002 |
| IQR | 2.1799 |
| Mean | 3.8707 |
|---|---|
| Standard Deviation | 1.8998 |
| Variance | 3.6093 |
| Sum | 79890.6495 |
| Skewness | 1.6465 |
| Kurtosis | 4.951 |
| Coefficient of Variation | 0.4908 |
numerical
| Approximate Distinct Count | 3842 |
|---|---|
| Approximate Unique (%) | 18.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 322.5 KB |
| Mean | 206855.8169 |
| Minimum | 14999 |
| Maximum | 500001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 14999 |
|---|---|
| 5-th Percentile | 66200 |
| Q1 | 119600 |
| Median | 179700 |
| Q3 | 264725 |
| 95-th Percentile | 489810 |
| Maximum | 500001 |
| Range | 485002 |
| IQR | 145125 |
| Mean | 206855.8169 |
|---|---|
| Standard Deviation | 115395.6159 |
| Variance | 1.3316e+10 |
| Sum | 4.2695e+09 |
| Skewness | 0.9777 |
| Kurtosis | 0.3275 |
| Coefficient of Variation | 0.5579 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1.4 MB |
| Mean | 8.0649 |
|---|---|
| Standard Deviation | 1.4914 |
| Median | 9 |
| Minimum | 6 |
| Maximum | 10 |
| 1st row | NEAR BAY |
|---|---|
| 2nd row | NEAR BAY |
| 3rd row | NEAR BAY |
| 4th row | NEAR BAY |
| 5th row | NEAR BAY |
| Count | 134104 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 14084 |
| Uppercase Letter | 134104 |
| Dash Punctuation | 0 |
| Decimal Number | 9136 |